Data Science is different from other areas such as mathematics or statistics. Data Science is an applied activity and data scientists serve the needs and solve the problems of data users. Before you can solve a problem, you need to identify it and this process is not always as obvious as it might seem. In this chapter, we discuss the identification of data problems.